Triple
T7465628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Iraqi Freedom |
E176365
|
entity |
| Predicate | opposedBy |
P437
|
FINISHED |
| Object | Iraqi Armed Forces |
E174852
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Iraqi Armed Forces | Statement: [Operation Iraqi Freedom, opposedBy, Iraqi Armed Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iraqi Armed Forces Context triple: [Operation Iraqi Freedom, opposedBy, Iraqi Armed Forces]
-
A.
Iraqi Army
The Iraqi Army is the ground warfare branch of Iraq's armed forces, responsible for national defense, internal security, and participation in regional military operations.
-
B.
Iraqi Security Forces
chosen
The Iraqi Security Forces are the national military and law enforcement institutions of Iraq responsible for maintaining internal security, defending the country, and conducting counterinsurgency and counterterrorism operations.
-
C.
Iraqi National Guard
The Iraqi National Guard was a post-2003 Iraqi security force formed under U.S.-led coalition oversight to conduct internal security and counterinsurgency operations before being integrated into the new Iraqi Army.
-
D.
Iraqi Republican Guard
The Iraqi Republican Guard was an elite military force in Iraq that served as Saddam Hussein’s primary instrument of regime protection and offensive operations.
-
E.
Kuwait Army
The Kuwait Army is the land warfare branch of Kuwait's armed forces, responsible for defending the country's territory and participating in regional security operations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c69f21632481908bf83f6c6da897e3 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f3f412908190ac910ecae682d6f6 |
completed | March 27, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8346ff7d881909dc2bef5d26d0acf |
completed | March 28, 2026, 8:05 p.m. |
Created at: March 27, 2026, 3:40 p.m.